Train OCR from GitHub release assets
Keep document-recognition improvements moving when your team publishes fresh scan samples.
Trigger
New GitHub Release Asset Added
Triggers when a new asset is added to a specific GitHub release. Monitors a single release (identified by release ID) for newly uploaded assets such as binaries, archives, or checksum files. One event is emitted per new asset, containing full asset metadata.
Action
Upload Training Images by URL
Tool to upload training images by url to a specified ocr model. use when adding urls of images to a model for training purposes.
Why this helps
Useful samples land in release attachments, then disappear into a backlog of small follow-ups.
- Captures samples while their context is clear
- Reduces training-data handoffs
- Keeps model improvement from becoming a separate project
Setup
Build it in a few focused steps.
- 1Connect GitHub and Nano Nets to Notis once in the portal.
- 2Open Automations and choose New Automation.
- 3Write a plain-language prompt to add appropriate new release image assets to the OCR model as training samples.
- 4Pick New GitHub Release Asset Added as the trigger and choose a channel for run reports.
- 5Upload one real sample asset to test the automation.
Questions about this workflow
Does this require field mapping?
No. Describe which release assets should become training samples in one plain-language prompt.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link GitHub to Nano nets. A trigger fires from one place; an action lands in another.
GitHub triggers
Nano nets actions
New Workflow Artifact Created
Triggers when a new workflow artifact is created in a GitHub repository. Monitors for newly created GitHub Actions workflow artifacts. Optionally filters by artifact name to restrict monitoring to specific artifacts.
Create OCR Model
Tool to create a new ocr model. use when you need to initialize an ocr model before training.
Branch Changed
Triggers when a GitHub branch changes. Monitors a specific branch for: - New commits pushed (head commit SHA changes) - Protection status toggled (branch becomes protected or unprotected) - Protection settings changed, including: required status checks and their enforcement level, admin enforcement, required pull request reviews (dismiss stale reviews, code owner reviews, approving review count, last push approval), required linear history, force push allowance, deletion allowance, conversation resolution, branch locking, and fork syncing.
Delete OCR Model
Tool to delete an ocr model. use when you need to permanently remove a trained model by its id.
New Branch Created
Triggers when a new branch is created in a GitHub repository. Detects newly created branches. Deleted branches do not fire events.
Get all OCR models
Tool to retrieve a paginated list of all ocr models. use when you need to inspect or manage existing ocr models. call after authentication to fetch your account's models.
Check Run Status / Conclusion Changed
Triggers when a specific GitHub check run changes its status or conclusion. Monitors a single check run for changes to: status (queued, in_progress, completed, etc.), conclusion (success, failure, neutral, cancelled, skipped, timed_out, action_required), started_at, and completed_at.
Get All Prediction Files
Tool to fetch all prediction files associated with a specific model. use when you need to list all inference requests after model processing is complete.
Check Suite Status / Conclusion Changed
Triggers when a GitHub check suite changes its status or conclusion for a given ref. Monitors all check suites associated with a git reference (branch, tag, or commit SHA) for changes to status (queued, in_progress, completed, etc.) and conclusion (success, failure, neutral, cancelled, skipped, timed_out, action_required, startup_failure, stale). Optionally filters by GitHub App ID.
Get OCR Model Details
Tool to retrieve details of an ocr model. use when you need full metadata of a model by its id.
New Code Scanning Alert Created
Triggers when a new code scanning alert is created in a repository. Fires an event for each newly created code scanning alert detected in the configured repository. Alerts can be filtered by Git reference, scanning tool, state, and severity. The payload includes the alert number, rule details, tool information, state, severity, and the location of the most recent instance.
Get OCR Training Images
Tool to retrieve training images for an ocr model. use when you need to page through images associated with a model before training or analysis.
New Repository Collaborator Added
Triggers when a new collaborator is added to a GitHub repository. Monitors the full list of collaborators on a repository and fires an event for each newly added collaborator. The payload includes the collaborator's GitHub username, account ID, profile URL, avatar URL, permission flags (pull, triage, push, maintain, admin), and assigned role name.
Get Workflows
Tool to retrieve a list of all workflows in your nanonets account. use when you need to inventory or inspect all configured workflows.
Commit Event
Triggered when a new commit is pushed to a repository.
List Workflow Documents
Tool to retrieve a paginated list of documents processed by a workflow. use when you need to view documents after processing.
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